Browse > Computer Vision > Action Localization > Temporal Action Localization

Temporal Action Localization

143 papers with code · Computer Vision

Temporal Action Localization aims to detect activities in the video stream and output beginning and end timestamps. It is closely related to Temporal Action Proposal Generation.

Leaderboards

Latest papers without code

Human Action Recognition and Assessment via Deep Neural Network Self-Organization

4 Jan 2020

In this chapter, I introduce a set of hierarchical models for the learning and recognition of actions from depth maps and RGB images through the use of neural network self-organization.

CONTINUAL LEARNING TEMPORAL ACTION LOCALIZATION

Mimetics: Towards Understanding Human Actions Out of Context

16 Dec 2019

In this paper, we propose to benchmark action recognition methods in the absence of context.

POSE ESTIMATION TEMPORAL ACTION LOCALIZATION

Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition

10 Dec 2019

Recent works instead use modern compressed video modalities as an alternative to the RGB spatial stream and improve the inference speed by orders of magnitudes.

OPTICAL FLOW ESTIMATION TEMPORAL ACTION LOCALIZATION VIDEO RECOGNITION

Synthetic Humans for Action Recognition from Unseen Viewpoints

9 Dec 2019

Our goal in this work is to improve the performance of human action recognition for viewpoints unseen during training by using synthetic training data.

ACTION CLASSIFICATION POSE ESTIMATION TEMPORAL ACTION LOCALIZATION

View-invariant Deep Architecture for Human Action Recognition using late fusion

8 Dec 2019

We propose a view-invariant deep human action recognition framework, which is a novel integration of two important action cues: motion and shape temporal dynamics (STD).

TEMPORAL ACTION LOCALIZATION

Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment

7 Dec 2019

In this paper, we propose a novel Spatio-Temporal Pyramid Graph Convolutional Network (ST-PGN) for online action recognition for ergonomic risk assessment that enables the use of features from all levels of the skeleton feature hierarchy.

TEMPORAL ACTION LOCALIZATION

RSA: Randomized Simulation as Augmentation for Robust Human Action Recognition

3 Dec 2019

In this paper, we propose the Randomized Simulation as Augmentation (RSA) framework which augments real-world training data with synthetic data to improve the robustness of action recognition networks.

ACTIVITY RECOGNITION TEMPORAL ACTION LOCALIZATION

Skeleton based Activity Recognition by Fusing Part-wise Spatio-temporal and Attention Driven Residues

2 Dec 2019

There exist a wide range of intra class variations of the same actions and inter class similarity among the actions, at the same time, which makes the action recognition in videos very challenging.

3D HUMAN ACTION RECOGNITION ACTION RECOGNITION IN VIDEOS